Context.dev
Web scraping and brand-data API for agents — markdown, schema extraction, logos, colors, and change monitors
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context.devAbout Context.dev
Context.dev is a web data API for AI agents and LLMs, covering scraping plus a set of adjacent extraction endpoints that most teams otherwise stitch together from three vendors. The core scraping API returns markdown or HTML, resolves sitemaps, runs search, and performs full-site crawls. Structured extraction pulls typed data from any page against a JSON schema you supply. Brand Data is the distinctive piece: give it a domain and it returns logos, colors, fonts, a styleguide, description, social profiles, and address. Logo Link is a CDN for those logos, Pull Images grabs images and screenshots from any URL, and a classification endpoint returns NAICS and SIC codes and transaction identification. Monitors, a newer addition, watch any website for changes. On the AI side the use cases are grounding RAG in fresh content, powering generative features with live web context, and change monitoring. On the product side they skew toward onboarding and personalization — autofilling signup forms from a domain, theming an app programmatically to a customer's brand, generating brand kits, and enriching company profiles. The customer stories are specific and checkable: Mintlify used it to turn any GitHub repo URL into a branded documentation site with under ten minutes of integration, SiteGPT migrated off Firecrawl in under a day to build customer knowledge bases, and Sourcely crawls academic journals and PDFs at scale on it.
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Key Features
Context.dev Pros & Cons
✅ Pros
- +Brand data and logo CDN are bundled in rather than being a separate vendor
- +Overage pricing is published per plan, so a spike doesn't produce a surprise
- +Named migrations from competing scrapers with stated timelines
⚠️ Cons
- −Free tier is 500 one-time credits, not a recurring allowance
- −Credit accounting spans scrapes, brands, extracts, and logos at different rates
- −Scraping reliability always depends on targets that can change without notice
Who Is Context.dev Best For?
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